diff --git a/astrbot/_internal/protocols/lsp/client.py b/astrbot/_internal/protocols/lsp/client.py
index 74d7a7180..18d0dc265 100644
--- a/astrbot/_internal/protocols/lsp/client.py
+++ b/astrbot/_internal/protocols/lsp/client.py
@@ -7,6 +7,7 @@ that provide language intelligence features (completions, diagnostics, etc.).
 
 from __future__ import annotations
 
+import asyncio
 import json
 from typing import Any
 
@@ -35,8 +36,7 @@ class AstrbotLspClient(BaseAstrbotLspClient):
         self._pending_requests: dict[int, Any] = {}
         self._request_id = 0
         self._server_command: list[str] | None = None
-        # anyio TaskGroup handle for background readers
-        self._task_group: Any | None = None
+        self._reader_task: asyncio.Task[None] | None = None
 
     @property
     def connected(self) -> bool:
@@ -77,11 +77,8 @@ class AstrbotLspClient(BaseAstrbotLspClient):
         self._server_command = command
         self._connected = True
 
-        # Start reading responses in background using anyio TaskGroup
-        # Create and enter a TaskGroup so the reader runs until we close it at shutdown.
-        self._task_group = anyio.create_task_group()
-        await self._task_group.__aenter__()
-        self._task_group.start_soon(self._read_responses)
+        # Start reading responses in the background.
+        self._reader_task = asyncio.create_task(self._read_responses())
 
         # Send initialize request
         await self.send_request(
@@ -217,13 +214,13 @@ class AstrbotLspClient(BaseAstrbotLspClient):
         """Shutdown the LSP client."""
         self._connected = False
 
-        if self._task_group:
+        if self._reader_task:
+            self._reader_task.cancel()
             try:
-                # Exit the TaskGroup, which cancels background tasks started within it
-                await self._task_group.__aexit__(None, None, None)
-            except anyio.get_cancelled_exc_class():
+                await self._reader_task
+            except asyncio.CancelledError:
                 pass
-            self._task_group = None
+            self._reader_task = None
 
         if self._server_process:
             try:
diff --git a/tests/integration/test_lsp_integration.py b/tests/integration/test_lsp_integration.py
index 17055acf7..8716227da 100644
--- a/tests/integration/test_lsp_integration.py
+++ b/tests/integration/test_lsp_integration.py
@@ -6,11 +6,17 @@ Tests the LSP client against a real LSP server fixture.
 
 from __future__ import annotations
 
-import os
+import sys
+from pathlib import Path
+
+import anyio
 import pytest
 
 from astrbot._internal.protocols.lsp.client import AstrbotLspClient
 
+TEST_DIR = Path(__file__).resolve().parent
+SERVER_PATH = TEST_DIR / "fixtures" / "echo_lsp_server.py"
+
 
 @pytest.mark.anyio
 async def test_lsp_client_initialization():
@@ -25,11 +31,8 @@ async def test_lsp_client_connect_to_echo_server():
     """Test LSP client can connect to echo LSP server."""
     client = AstrbotLspClient()
 
-    test_dir = os.path.dirname(os.path.abspath(__file__))
-    server_path = os.path.join(test_dir, "fixtures", "echo_lsp_server.py")
-
     await client.connect_to_server(
-        command=["python", server_path],
+        command=[sys.executable, str(SERVER_PATH)],
         workspace_uri="file:///tmp",
     )
 
@@ -44,11 +47,8 @@ async def test_lsp_client_send_request():
     """Test LSP client can send a request and receive response."""
     client = AstrbotLspClient()
 
-    test_dir = os.path.dirname(os.path.abspath(__file__))
-    server_path = os.path.join(test_dir, "fixtures", "echo_lsp_server.py")
-
     await client.connect_to_server(
-        command=["python", server_path],
+        command=[sys.executable, str(SERVER_PATH)],
         workspace_uri="file:///tmp",
     )
 
@@ -68,11 +68,8 @@ async def test_lsp_client_send_notification():
     """Test LSP client can send a notification (no response)."""
     client = AstrbotLspClient()
 
-    test_dir = os.path.dirname(os.path.abspath(__file__))
-    server_path = os.path.join(test_dir, "fixtures", "echo_lsp_server.py")
-
     await client.connect_to_server(
-        command=["python", server_path],
+        command=[sys.executable, str(SERVER_PATH)],
         workspace_uri="file:///tmp",
     )
 
@@ -99,4 +96,22 @@ async def test_lsp_client_send_notification_not_connected():
     """Test LSP client raises RuntimeError when sending notification while not connected."""
     client = AstrbotLspClient()
     with pytest.raises(RuntimeError, match="LSP client not connected"):
-        await client.send_notification("test", {})
\ No newline at end of file
+        await client.send_notification("test", {})
+
+
+@pytest.mark.anyio
+async def test_lsp_client_connect_does_not_corrupt_anyio_cancel_scope():
+    """Test connect/shutdown can run inside fail_after scopes without scope corruption."""
+    client = AstrbotLspClient()
+
+    with anyio.fail_after(5):
+        await client.connect_to_server(
+            command=[sys.executable, str(SERVER_PATH)],
+            workspace_uri="file:///tmp",
+        )
+
+    try:
+        assert client.connected
+    finally:
+        with anyio.fail_after(5):
+            await client.shutdown()